Low-Rank Approximation Algorithms, Implementation, Applications /

Low-Rank Approximation Algorithms, Implementation, Applications /

التفاصيل البيبلوغرافية
المؤلف الرئيسي: Markovsky, Ivan (مؤلف)
مؤلف مشترك: SpringerLink (Online service)
الملخص:XIII, 272 p. 19 illus., 15 illus. in color.
text
اللغة:الإنجليزية
منشور في: Cham : Springer International Publishing : Imprint: Springer, 2019.
الطبعة:2nd ed. 2019.
سلاسل:Communications and Control Engineering,
الموضوعات:
Control engineering.
Robotics.
Automation.
System theory.
Control theory.
Computer science > Mathematics.
Mathematical models.
Artificial intelligence.
Signal processing.
Control, Robotics, Automation.
Systems Theory, Control.
Symbolic and Algebraic Manipulation.
Mathematical Modeling and Industrial Mathematics.
Artificial Intelligence.
Signal, Speech and Image Processing.
الوصول للمادة أونلاين:https://doi.org/10.1007/978-3-319-89620-5
التنسيق: الكتروني كتاب الكتروني
جدول المحتويات:
  • Chapter 1. Introduction
  • Part I: Linear modeling problems
  • Chapter 2. From data to models
  • Chapter 3. Exact modelling
  • Chapter 4. Approximate modelling
  • Part II: Applications and generalizations
  • Chapter 5. Applications
  • Chapter 6. Data-driven filtering and control
  • Chapter 7. Nonlinear modeling problems
  • Chapter 8. Dealing with prior knowledge
  • Index. .

مواد مشابهة